各大顶会医疗领域自然语言处理 NLP 论文与资源

02-13 14:51

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各大顶会医疗领域NLP论文与资源。
Chinese Medical Natural Language Processing Resources and Papers
NLP papers and resources in the medical field.

inspectionProfiles2个子项

AAAI_Papers4个子项

AAAI2020_papers5个子项

Can Embeddings Adequately Represent Medical Terminology New Large-Scale Medical Term Similarity Datasets Have the Answer.aaai.2020.pdf

LATTE Latent Type Modeling for Biomedical Entity Linking.aaai.2020.pdf

Learning Conceptual-Contextual Embeddings for Medical Text.aaai.2020.pdf

Simultaneously Linking Entities and Extracting Relations from Biomedical Text without Mention-Level Supervision.aaai.2020.pdf

Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses.aaai.2020.pdf

AAAI2021_papers6个子项

A Lightweight Neural Model for Biomedical Entity Linking.aaai.2021.pdf

Automated Lay Language Summarization of Biomedical Scientific Reviews.aaai.2021.pdf

Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation.aaai.2021.pdf

MELINDA= A Multimodal Dataset for Biomedical Experiment Method Classification.aaai.2021.pdf

MTAAL Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization.aaai.2021.pdf

Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis.aaai.2021.pdf

AAAI2022_papers6个子项

An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical.DEMO-00373-MaoH.pdf

Clinical-BERT= Vision-Language Pre-Training for Radiograph Diagnosis and Reports Generation.AAAI-4013.YanB.pdf

Clustering Interval-Censored Time-Series for Disease Phenotyping.AAAI-12517.IreneC.pdf

Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs.AAAI-6800.LuC.pdf

Diaformer= Automatic Diagnosis via Symptoms Sequence Generation.AAAI-5959.ChenJ.pdf

Improving Biomedical Information Retrieval with Neural Retrievers.AAAI-12929.LuoM.pdf

ACL_Papers3个子项

ACL2021_papers13个子项

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding.2021.acl-long.119.pdf

A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization.2021.acl-long.219.pdf

An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization.2021.acl-long.485.pdf

Attentive Multiview Text Representation for Differential Diagnosis.2021.acl-short.128.pdf

Competence-based Multimodal Curriculum Learning for Medical Report Generation.2021.acl-long.234.pdf

Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain.2021.acl-short.116.pdf

Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched.2021.acl-long.pdf

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference.2021.acl-long.488.pdf

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking.2021.acl-short.72.pdf

MedNLI Is Not Immune= Natural Language Inference Artifacts in the Clinical Domain.2021.acl-short.129.pdf

On the Generation of Medical Dialogs for COVID-19.2021.acl-short.112.pdf

SMedBERT= A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining.2021.acl-long.457.pdf

Writing by Memorizing= Hierarchical Retrieval-based Medical Report Generation.2021.acl-long.387.pdf

ACL2022_papers61个子项

A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction.2022.findings-acl.110.pdf

A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification.2022.bionlp-1.21.pdf

A sequence-to-sequence approach for document-level relation extraction.2022.bionlp-1.2.pdf

Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations.2022.bionlp-1.8.pdf

Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data.2022.bionlp-1.13.pdf

BEEDS Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering.2022.bionlp-1.28.pdf

BanglaBioMed= A Biomedical Named-Entity Annotated Corpus for Bangla.2022.bionlp-1.31.pdf

BioBART= Pretraining and Evaluation of A Biomedical Generative Language Model.2022.bionlp-1.9.pdf

BioCite= A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles.2022.bionlp-1.23.pdf

Biomedical NER using Novel Schema and Distant Supervision.2022.bionlp-1.15.pdf

CBLUE= A Chinese Biomedical Language Understanding Evaluation Benchmark.2022.acl-long.544.pdf

Code Synonyms Do Matter= Multiple Synonyms Matching Network for Automatic ICD Coding.2022.acl-short.91.pdf

Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Text.2022.bionlp-1.37.pdf

Conversational Bots for Psychotherapy A Study of Generative Transformer Models Using Domain-specific Dialogues.2022.bionlp-1.27.pdf

DISTANT-CTO= A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction.2022.bionlp-1.34.pdf

Data Augmentation for Biomedical Factoid Question Answering.2022.bionlp-1.6.pdf

Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection.2022.bionlp-1.29.pdf

Dataset Debt in Biomedical Language Modeling.2022.bigscience-1.10.pdf

Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature.2022.acl-long.15.pdf

Doctor XAvIer= Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation.2022.bionlp-1.33.pdf

EchoGen= Generating Conclusions from Echocardiogram Notes.2022.bionlp-1.35.pdf

Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesauru.2022.insights-1.11.pdf

Explainable Assessment of Healthcare Articles with QA.2022.bionlp-1.1.pdf

Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs.2022.acl-srw.33.pdf

Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts.2022.bionlp-1.20.pdf

GenCompareSum= a hybrid unsupervised summarization method using salience.2022.bionlp-1.22.pdf

Horses to Zebras= Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding.2022.bionlp-1.39.pdf

How You Say It Matters= Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection.2022.bionlp-1.4.pdf

ICDBigBird= A Contextual Embedding Model for ICD Code Classification.2022.bionlp-1.32.pdf

Improving Romanian BioNER Using a Biologically Inspired System.2022.bionlp-1.30.pdf

Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models.2022.bionlp-1.16.pdf

Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires.2022.acl-long.578.pdf

Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation.2022.bionlp-1.10.pdf

Incremental Intent Detection for Medical Domain with Contrast Replay Networks.2022.findings-acl.280.pdf

Inter-annotator agreement is not the ceiling of machine learning performance.2022.bionlp-1.26.pdf

Intra-Template Entity Compatibility based Slot-Filling for Clinical Trial Information Extraction.2022.bionlp-1.18.pdf

Investigating the Medical Coverage of a Translation System into Pictographs for Patients with an Intellectu.2022.slpat-1.6.pdf

KenMeSH= Knowledge-enhanced End-to-end Biomedical Text Labelling.2022.acl-long.210.pdf

Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data.2022.acl-long.461.pdf

Low Resource Causal Event Detection from Biomedical Literature.2022.bionlp-1.24.pdf

MIMICause= Representation and automatic extraction of causal relation types from clinical notes.2022.findings-acl.63.pdf

Memory-aligned Knowledge Graph for Clinically Accurate Radiology Image Report Generation.2022.bionlp-1.11.pdf

Model Distillation for Faithful Explanations of Medical Code Predictions.2022.bionlp-1.41.pdf

Named Entity Recognition for Cancer Immunology Research Using Distant Supervision.2022.bionlp-1.17.pdf

Overview of the MedVidQA 2022 Shared Task on Medical Video Question-Answering.2022.bionlp-1.25.pdf

Position-based Prompting for Health Outcome Generation.2022.bionlp-1.3.pdf

Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization.2022.acl-long.137.pdf

Pretrained Biomedical Language Models for Clinical NLP in Spanish.2022.bionlp-1.19.pdf

Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record.2022.bionlp-1.36.pdf

Rewire-then-Probe= A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models.2022.acl-long.329.pdf

RuCCoN= Clinical Concept Normalization in Russian.2022.findings-acl.21.pdf

SNP2Vec= Scalable Self-Supervised Pre-Training for Genome-Wide Association Study.2022.bionlp-1.14.pdf

Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts.2022.bionlp-1.12.pdf

Slot Filling for Biomedical Information Extraction.2022.bionlp-1.7.pdf

Text-based Approaches to Medical Video Answer Localization Problem.2022.bionlp-1.43.pdf

The patient is more dead than alive= exploring the current state of the multi-document summarisation.2022.acl-long.350.pdf

Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers.2022.bionlp-1.40.pdf

Towards Generalizable Methods for Automating Risk Score Calculation.2022.bionlp-1.42.pdf

Utility Preservation of Clinical Text After De-Identification.2022.bionlp-1.38.pdf

ViLMedic= a framework for research at the intersection of vision and language in medical AI.2022.acl-demo.3.pdf

Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training.2022.bionlp-1.5.pdf

COLING_Papers2个子项

COLING2022_papers27个子项

A New Public Corpus for Clinical Section Identification- MedSecId.2022.coling-1.326.pdf

Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews.2022.sdp-1.24.pdf

Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction.2022.coling-1.422.pdf

Augmented Bio-SBERT- Improving Performance for Pairwise Sentence Tasks in Bio-medical Domain.2022.loresmt-1.6.pdf

Benchmarking Automated Clinical Language Simplification- Dataset, Algorithm, and Evaluation.2022.coling-1.313.pdf

CLaCLab at SocialDisNER- Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish Tweets.2022.smm4h-1.16.pdf

Cross-modal Contrastive Attention Model for Medical Report Generation.2022.coling-1.210.pdf

DeltaNet- Conditional Medical Report Generation for COVID-19 Diagnosis.2022.coling-1.261.pdf

Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning.2022.coling-1.183.pdf

Entity-based Claim Representation Improves Fact-Checking of Medical Content in Tweets.2022.argmining-1.18.pdf

Exploring the limits of a base BART for multi-document summarization in the medical domain.2022.sdp-1.23.pdf

Focus-Driven Contrastive Learning for Medical Question Summarization.2022.coling-1.539.pdf

Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering.2022.coling-1.127.pdf

Identifying Medical Paraphrases in Scientific versus Popularization Texts in French for Laypeople Understanding.2022.sdp-1.8.pdf

JPG - Jointly Learn to Align- Automated Disease Prediction and Radiology Report Generation.2022.coling-1.523.pdf

LED down the rabbit hole- exploring the potential of global attention for biomedical multi-document summarisation.2022.sdp-1.21.pdf

Learning to Generate Explanation from e-Hospital Services for Medical Suggestion.2022.coling-1.260.pdf

MedDistant19- Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction.2022.coling-1.198.pdf

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision.2022.coling-1.241.pdf

Method Entity Extraction from Biomedical Texts.2022.coling-1.207.pdf

Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing.2022.sdp-1.15.pdf

Prompt Combines Paraphrase- Teaching Pre-trained Models to Understand Rare Biomedical Words.2022.coling-1.122.pdf

RealMedDial- A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips.2022.coling-1.295.pdf

SINAI@SMM4H’22- Transformers for biomedical social media text mining in Spanish.2022.smm4h-1.8.pdf

Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions.2022.coling-1.123.pdf

Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest.2022.coling-1.216.pdf

Text-to-Text Extraction and Verbalization of Biomedical Event Graphs.2022.coling-1.238.pdf

EMNLP_Papers4个子项

EMNLP2020_papers40个子项

A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization.2020.emnlp-main.116.pdf

A Multilingual Neural Machine Translation Model for Biomedical Data.2020.workshop.nlpcovid19-2.16.pdf

An efficient representation of chronological events in medical texts.2020.louhi-1.11.pdf

Assessment of DistilBERT performance on Named Entity Recognition task for the detection of.2020.clinicalnlp-1.18.pdf

BioMegatron= Larger Biomedical Domain Language Model.2020.emnlp-main.379.pdf

Biomedical Event Extraction as Multi-turn Question Answering.2020.louhi-1.10.pdf

Biomedical Event Extraction as Sequence Labeling.2020.emnlp-main.431.pdf

Biomedical Event Extraction with Hierarchical Knowledge Graphs.2020.findings-emnlp.114.pdf

COMETA= A Corpus for Medical Entity Linking in the Social Media.2020.emnlp-main.253.pdf

COVID-19= A Semantic-Based Pipeline for Recommending Biomedical Entities.2020.nlpcovid19-2.20.pdf

Characterizing the Value of Information in Medical Notes.2020.findings-emnlp.187.pdf

Classification of Syncope Cases in Norwegian Medical Records.2020.clinicalnlp-1.9.pdf

Developing a Curated Topic Model for COVID-19 Medical Research Literature.2020.nlpcovid19-2.30.pdf

Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text.2020.clinicalnlp-1.8.pdf

Dr. Summarize= Global Summarization of Medical Dialogue by Exploiting Local Structures.2020.findings-emnlp.335.pdf

ERLKG= Entity Representation Learning and Knowledge Graph.2020.sdp-1.15.pdf

Elhuyar submission to the Biomedical Translation Task 2020 on terminology and abstracts translation.2020.workshop.wmt-1.87.pdf

Evaluation of Machine Translation Methods applied to Medical Terminologies.2020.workshop.louhi-1.7.pdf

FedED= Federated Learning via Ensemble Distillation for Medical Relation Extraction.2020.emnlp-main.165.pdf

GGPONC= A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines.2020.louhi-1.5.pdf

Generating Accurate Electronic Health Assessment from Medical Graph.2020.findings-emnlp.336.pdf

Inexpensive Domain Adaptation of Pretrained Language Models.2020.findings-emnlp.134.pdf

Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder.2020.clinicalnlp-1.5.pdf

Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease.2020.emnlp-main.372.pdf

Learning Informative Representations of Biomedical Relations with Latent Variable Models.2020.sustainlp-1.3.pdf

MeDAL= Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining.2020.clinicalnlp-1.15.pdf

MedDialog= Large-scale Medical Dialogue Datasets.2020.emnlp-main.743.pdf

MedICaT= A Dataset of Medical Images, Captions, and Textual References.2020.findings-emnlp.191.pdf

Medical Concept Normalization in User-Generated Texts by Learning Target Concept Embeddings.2020.workshop.louhi-1.3.pdf

On the effectiveness of small, discriminatively pre-trained language representation mode.2020.sdp-1.12.pdf

Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation.2020.workshop.wmt-1.89.pdf

Pretrained Language Models for Biomedical and Clinical Tasks.2020.clinicalnlp-1.17.pdf

Querying Across Genres for Medical Claims in News.2020.emnlp-main.139.pdf

Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation.2020.findings-emnlp.202.pdf

Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts.2020.findings-emnlp.77.pdf

Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text.2020.workshop.louhi-1.2.pdf

Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention.2020.findings-emnlp.2.pdf

Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts.2020.workshop.deelio-1.8.pdf

Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text.2020.emnlp-main.111.pdf

Weakly Supervised Medication Regimen Extraction from Medical Conversations.2020.clinicalnlp-1.20.pdf

EMNLP2021_papers21个子项

Automated Generation of Accurate & Fluent Medical X-ray Reports.2021.emnlp-main.288.pdf

Biomedical Concept Normalization by Leveraging Hypernyms.2021.emnlp-main.284.pdf

Can Language Models be Biomedical Knowledge Bases.2021.emnlp-main.388.pdf

Classification of hierarchical text using geometric deep learning= the case of clinical trials corpus.2021.emnlp-main.48.pdf

Coreference Resolution for the Biomedical Domain= A Survey.2021.workshop.crac-1.2.pdf

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text.2021.findings-emnlp.388.pdf

Description-based Label Attention Classifier for Explainable ICD-9 Classification.2021.workshop.wnut-1.8.pdf

Detecting Health Advice in Medical Research Literature.2021.emnlp-main.486.pdf

Effective Convolutional Attention Network for Multi-label Clinical Document Classification.2021.emnlp-main.481.pdf

Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media.2021.findings-emnlp.300.pdf

How to leverage the multimodal EHR data for better medical prediction.2021.emnlp-main.329.pdf

Incorporating medical knowledge in BERT for clinical relation extraction.2021.emnlp-main.435.pdf

Interacting Knowledge Sources, Inspection and Analysis= Case-studies on Biomedical text processing.2021.workshop.blackboxnlp-1.35.pdf

Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically.2021.emnlp-main.285.pdf

MLEC-QA= A Chinese Multi-Choice Biomedical Question Answering Dataset.2021.emnlp-main.698.pdf

MSˆ2= Multi-Document Summarization of Medical Studies.2021.emnlp-main.594.pdf

Mixture-of-Partitions= Infusing Large Biomedical Knowledge Graphs into BERT.2021.emnlp-main.383.pdf

Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text.2021.workshop.wnut-1.37.pdf

Sent2Span= Span Detection for PICO Extraction in the Biomedical Text without Span Annotations.2021.findings-emnlp.147.pdf

What Would it Take to get Biomedical QA Systems into Practice.2021.workshop.mrqa-1.3.pdf

Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions.2021.workshop.mrqa-1.5.pdf

EMNLP2022_papers47个子项

2022.emnlp-main.238.pdf

A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models.louhi-1.22.pdf

A Large-Scale Dataset for Biomedical Keyphrase Generation.louhi-1.6.pdf

A Quantitative and Qualitative Analysis of Schizophrenia Language.louhi-1.20.pdf

A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction-main.315.pdf

AnEMIC- A Framework for Benchmarking ICD Coding Models-demos.11.pdf

Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives.louhi-1.2.pdf

Automatic Patient Note Assessment without Strong Supervision.louhi-1.14.pdf

BERT for Long Documents- A Case Study of Automated ICD Coding.louhi-1.12.pdf

BioLORD- Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions.findings-emnlp.104.pdf

BioNLI- Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples.findings-emnlp.374.pdf

BioReader- a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature-main.390.pdf

BioSimCSE- BioMedical Sentence Embeddings using Contrastive learning.louhi-1.10.pdf

Building a Clinically-Focused Problem List From Medical Notes.louhi-1.8.pdf

Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?.louhi-1.3.pdf

ClinicalT5- A Generative Language Model for Clinical Text.findings-emnlp.398.pdf

Condition-Treatment Relation Extraction on Disease-related Social Media Data.louhi-1.24.pdf

Curriculum-guided Abstractive Summarization for Mental Health Online Posts.louhi-1.17.pdf

DDI-MuG- Multi-aspect Graphs for Drug-Drug Interaction Extraction.louhi-1.15.pdf

Distinguishing between focus and background entities in biomedical corpora using discourse structure and transformers.louhi-1.4.pdf

Divide and Conquer- An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish.louhi-1.16.pdf

Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative Essays.louhi-1.23.pdf

Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media.louhi-1.21.pdf

Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling.louhi-1.1.pdf

FrenchMedMCQA- A French Multiple-Choice Question Answering Dataset for Medical domain.louhi-1.5.pdf

Generalizing over Long Tail Concepts for Medical Term Normalization-main.588.pdf

Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios-main.271.pdf

How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling.louhi-1.19.pdf

Improving information fusion on multimodal clinical data in classification settings.louhi-1.18.pdf

Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing.louhi-1.25.pdf

Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding.findings-emnlp.127.pdf

Knowledge-Rich Self-Supervision for Biomedical Entity Linking.findings-emnlp.61.pdf

Large language models are few-shot clinical information extractors-main.130.pdf

M3- Multi-level dataset for Multi-document summarisation of Medical studies.findings-emnlp.286.pdf

MedCLIP- Contrastive Learning from Unpaired Medical Images and Text-main.256.pdf

MedConQA- Medical Conversational Question Answering System based on Knowledge Graphs-demos.15.pdf

MedJEx- A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score-main.805.pdf

MedicalSum- A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations.findings-emnlp.349.pdf

PM2F2N- Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction.findings-emnlp.144.pdf

Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection.louhi-1.13.pdf

Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval.louhi-1.11.pdf

Readability Controllable Biomedical Document Summarization.findings-emnlp.343.pdf

Section Classification in Clinical Notes with Multi-task Transformers.louhi-1.7.pdf

Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs- Let’s Keep It Simple.louhi-1.9.pdf

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.findings-emnlp.329.pdf

Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophrenia.findings-emnlp.208.pdf

Trial2Vec- Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision.findings-emnlp.476.pdf

NAACL_Papers3个子项

NAACL2021_papers50个子项

Are we there yet Exploring clinical domain knowledge of BERT models.2021.bionlp-1.5.pdf

Assertion Detection in Clinical Notes= Medical Language Models to the Rescue.2021.nlpmc-1.5.pdf

Automatic Speech-Based Checklist for Medical Simulations.2021.nlpmc-1.4.pdf

BBAEG Towards BERT-based Biomedical Adversarial Example Generation for Text Classification.2021.naacl-main.423.pdf

BDKG at MEDIQA 2021 System Report for the Radiology Report Summarization Task.2021.bionlp-1.11.pdf

BioELECTRA=Pretrained Biomedical text Encoder using Discriminators.2021.bionlp-1.16.pdf

BioM-Transformers= Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA.2021.bionlp-1.24.pdf

Building blocks of a task-oriented dialogue system in the healthcare domain.2021.nlpmc-1.7.pdf

ChicHealth MEDIQA 2021 Exploring the limits of pre-trained seq2seq models for medical summarization.2021.bionlp-1.29.pdf

Clustering-based Inference for Biomedical Entity Linking.2021.naacl-main.205.pdf

Context-aware query design combines knowledge and data for efficient reading and reasoning.2021.bionlp-1.26.pdf

Contextual explanation rules for neural clinical classifiers.2021.bionlp-1.22.pdf

Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network.2021.naacl-main.156.pdf

Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature.2021.sdp-1.4.pdf

End-to-end Biomedical Entity Linking with Span-based Dictionary Matching.2021.bionlp-1.18.pdf

EntityBERT= Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain.2021.bionlp-1.21.pdf

Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts.2021.bionlp-1.23.pdf

Extracting Appointment Spans from Medical Conversations.2021.nlpmc-1.6.pdf

Gathering Information and Engaging the User ComBot.2021.nlpmc-1.3.pdf

IBMResearch at MEDIQA 2021 Toward Improving Factual Correctness of Radiology Report Abstractive Summarization.2021.bionlp-1.35.pdf

Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction.2021.bionlp-1.1.pdf

Improving Biomedical Pretrained Language Models with Knowledge.2021.bionlp-1.20.pdf

Joint Summarization-Entailment Optimization for Consumer Health Question Understanding.2021.nlpmc-1.8.pdf

MNLP at MEDIQA 2021 Fine-Tuning PEGASUS for Consumer Health Question Summarization.2021.bionlp-1.37.pdf

Measuring the relative importance of full text sections for information retrieval from scientific literature.2021.bionlp-1.27.pdf

Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization.2021.nlpmc-1.9.pdf

NCUEE-NLP at MEDIQA 2021 Health Question Summarization Using PEGASUS Transformers.2021.bionlp-1.30.pdf

NLM at MEDIQA 2021 Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization.2021.bionlp-1.34.pdf

Optum at MEDIQA 2021 Abstractive Summarization of Radiology Reports using simple BART Finetuning.2021.bionlp-1.32.pdf

Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain.2021.bionlp-1.8.pdf

QIAI at MEDIQA 2021 Multimodal Radiology Report Summarization.2021.bionlp-1.33.pdf

SB_NITK at MEDIQA 2021 Leveraging Transfer Learning for Question Summarization in Medical Domain.2021.bionlp-1.31.pdf

Scalable Few-Shot Learning of Robust Biomedical Name Representations.2021.bionlp-1.3.pdf

Self-Alignment Pretraining for Biomedical Entity Representations.2021.naacl-main.334.pdf

Semi-Supervised Language Models for Identification of Personal Health Experiential from Twitter.2021.bionlp-1.25.pdf

Stress Test Evaluation of Biomedical Word Embeddings.2021.bionlp-1.13.pdf

The Biomaterials Annotator= a system for ontology-based concept annotation of biomaterials text.2021.sdp-1.5.pdf

Towards Automating Medical Scribing Clinic Visit Dialogue2Note Sentence Alignment and Snippet Summarization.2021.nlpmc-1.2.pdf

Towards BERT-based Automatic ICD Coding= Limitations and Opportunities.2021.bionlp-1.6.pdf

Triplet-Trained Vector Space and Sieve-Based Search Improve Biomedical Concept Normalization.2021.bionlp-1.2v2.pdf

UCSD-Adobe at MEDIQA 2021 Transfer Learning and Answer Sentence Selection for Medical Summarization.2021.bionlp-1.28.pdf

UETfishes at MEDIQA 2021 Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization.2021.bionlp-1.38.pdf

UETrice at MEDIQA 2021= A Prosper-thy-neighbour Extractive Multi-document Summarization Model.2021.bionlp-1.36.pdf

UmlsBERT= Clinical Domain Knowledge Augmentation of Contextual Embeddings.2021.naacl-main.139.pdf

WBI at MEDIQA 2021 Summarizing Consumer Health Questions with Generative Transformers.2021.bionlp-1.9.pdf

Word centrality constrained representation for keyphrase extraction.2021.bionlp-1.17.pdf

Word-Level Alignment of Paper Documents with their Electronic Full-Text Counterparts.2021.bionlp-1.19.pdf

damo_nlp at MEDIQA 2021 Knowledge-based Preprocessing and Coverage-oriented Reranking.2021.bionlp-1.12.pdf

emrKBQA= A Clinical Knowledge-Base Question Answering Dataset.2021.bionlp-1.7.pdf

paht_nlp MEDIQA 2021 Multi-grained Query Focused Multi-Answer Summarization.2021.bionlp-1.10.pdf

NAACL2022_papers21个子项

An exploratory data analysis= the performance differences of a medical code prediction system.2022.clinicalnlp-1.10.pdf

Assessing Group-level Gender Bias in Professional Evaluations= The Case of Medical Student End-of-Shift Feedback.2022.gebnlp-1.11.pdf

CLPT= A Universal Annotation Scheme and Toolkit for Clinical Language Processing.2022.clinicalnlp-1.1.pdf

Clinical Flair= A Pre-Trained Language Model for Spanish Clinical Natural Language Processing.2022.clinicalnlp-1.9.pdf

Cross-Language Transfer of High-Quality Annotations.2022.clinicalnlp-1.6.pdf

Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative.2022.clinicalnlp-1.11.pdf

Exploring Text Representations for Generative Temporal Relation Extraction.2022.clinicalnlp-1.12.pdf

Few-shot fine-tuning SOTA summarization models for medical dialogues.2022.naacl-srw.32.pdf

Fine-tuning BERT Models for Summarizing German Radiology Findings.2022.clinicalnlp-1.4.pdf

Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning.2022.naacl-main.296.pdf

In-BoXBART= Get Instructions into Biomedical Multi-Task Learning.2022.findings-naacl.10.pdf

Learning to Ask Like a Physician.2022.clinicalnlp-1.8.pdf

Literature-Augmented Clinical Outcome Prediction.2022.findings-naacl.33.pdf

Medical Coding with Biomedical Transformer Ensembles and Zero-Few-shot Learning.2022.naacl-industry.21.pdf

PLM-ICD= Automatic ICD Coding with Pretrained Language Models.2022.clinicalnlp-1.2.pdf

Pathway2Text= Dataset and Method for Biomedical Pathway Description Generation.2022.findings-naacl.108.pdf

RRED= A Radiology Report Error Detector based on Deep Learning Framework.2022.clinicalnlp-1.5.pdf

User-Driven Research of Medical Note Generation Software.2022.naacl-main.29.pdf

What Do You See in this Patient Behavioral Testing of Clinical NLP Models.2022.clinicalnlp-1.7.pdf

m-Networks= Adapting the Triplet Networks for Acronym Disambiguation.2022.clinicalnlp-1.3.pdf

“Devils Are in the Details”=Annotating Specificity of Clinical Advice from Medical Literature.2022.unimplicit-1.3.pdf

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